OCT IMAGE ENHANCEMENT
As with other imaging modalities that employ coherent detection, OCT images are confounded by speckle noise. Another major issue in imaging is the loss of signal within the tissue, which results in a weak backscattered signal from deeper layers. There are several explanations for the loss of signal with imaging depth, such as optical properties of the imaged object (scattering and absorption) and defocusing of the imaging beam. Another issue is OCT image blurriness which is due to the imperfection of the optical devices used in the configuration of the OCT device. We have devised signal/image processing methods to reduce the effect of speckle for better visibility of the diagnostically important information in the images, algorithms to compensate for the intensity decay, and deconvolution-based algorithms to deal with image blurriness.
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S. Adabi et al. “Learnable despeckling framework for optical coherence tomography images”, Journal of biomedical optics 23 (1), 016013 (2018)
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M.H. Eybposh et al. “Cluster-based filtering framework for speckle reduction in OCT images”, Biomedical Optics Express 9 (12), 6359-6373 (2018)
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Z Turani et al. “Refractive index correction in optical coherence tomography images of multilayer tissues”, Journal of biomedical optics 23 (7), 070501 (2018)
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A Taghavikhalilbad et al. “Semi-automated localization of dermal epidermal junction in optical coherence tomography images of skin”, Applied optics 56 (11), 3116-3121 (2017)
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M.R.N. Avanaki et al. “Spatial compounding algorithm for speckle reduction of dynamic focus OCT images”, IEEE Photonics Technology Letters 25 (15), 1439-1442 (2013)
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S.A. Hojjatoleslami et al. “Image quality improvement in optical coherence tomography using Lucy–Richardson deconvolution algorithm”, Applied optics 52 (23), 5663-5670 (2013)
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M.R.N. Avanaki et al. “Speckle reduction using an artificial neural network algorithm”, Applied optics 52 (21), 5050-505 (2013)
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M.R.N. Avanaki et al. “Skin layer detection of optical coherence tomography images”, Optik 124 (22), 5665-5668 (2013)
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A Hojjatoleslami et al. “OCT skin image enhancement through attenuation compensation”, Applied optics 51 (21), 4927-4935 (2012)